From knowledge to intelligence
Today, Alchemyst answers from millions of peer-reviewed papers and live recall, regulatory and research feeds. The Intelligence Network is our roadmap beyond that: custom domain models that reason, not just retrieve. Meet Jabir and Flamel.
The evolution from assistant to expert
We view AI integration in two distinct stages.
Phase 1 — The Intelligent Assistant
Knowledge Retrieval
Your team asks questions across millions of peer-reviewed papers from PubMed, your company documents and the Briefing sources, and gets cited answers in seconds. Available today.
"Tell me what the world knows about this ingredient."
Phase 2 — The Synthetic Expert
Domain Synthesis
Custom-trained AI models built on open weights, trained on the chemical and regulatory nuances specific to your enterprise. This is where Jabir and Flamel come in.
"The goal: Jabir doesn't just find a paper on sugar reduction — it reasons about how a new fibre-based syrup would behave, from the molecular properties it has learned."
Meet Jabir and Flamel
Jabir
The Ingredient Intelligence
Named after Jabir ibn Hayyan — 9th-century father of systematic chemistry
Planned: continued pre-training on peer-reviewed food science literature and SMILES molecular data, so Jabir understands bio-synergy and stoichiometry — not just terminology.
Planned capabilities:
- — High-precision formulation hypotheses with citations
- — Reasoning about molecular interactions, not just terminology
- — Built on open weights, so your IP stays with you
Flamel
The Regulatory & Business Alchemist
Named after Nicolas Flamel — who transformed raw materials into something the world could use
Planned: optimised for function calling, so it can query FDA Redbook, EFSA and EU organic standards databases directly and act as a tireless compliance auditor alongside your regulatory team.
Planned capabilities:
- — Cost analysis and claim substantiation across Stage-Gate projects
- — Applying regulatory logic, not just summarising it
- — Built on open weights, with no third-party API dependency
From reference search to a scientific partner
The Intelligence Network is for the enterprise ready to build a proprietary competitive advantage.
Science you can audit. Compliance you can trust.
Jabir's reasoning will come from internalised food science, not pattern-matching. It synthesises, not summarises.
Flamel won't just tell you what the law says. It will apply the logic, checking recipes against regulatory databases for your regulatory team to review.
Open-weight models deployed in your private environment, so formulation data stays under your control.
A moat that compounds.
Fine-tuned model weights cannot be replicated without the same training dataset and domain expertise. Every iteration deepens the advantage.
Built on open weights. No third-party pricing change can reprice your core intelligence. You own the weights.
The shift from Phase 1 to Phase 2 is the shift from using AI as a search tool to working with it as a scientific partner that makes your experts faster.